Data for Automatic Keyphrase Extraction Task

README

DESCRIPTION

This repository contains the datasets for automatic keyphrase extraction task.


FILES

* 500N-KPCrowd.zip data from Marujo:LREC2012  (News articles annotated using AMT)
* 110-PT-BN-KP.zip data from Marujo:Interspeech2011 (non-English AKE corpus)
* MAUI.tar.gz  	data from University of Waikato (KEA, MAUI systems)
* Wan2008.tar.gz     data from Wan:2008
* Schutz2008.tar.gz 	data from Schutz:2008 (only answer sets and readme are provided. the papers are available at ftp://ftp.ncbi.nlm.nih.gov/pub/pmc/articles.tar.gz)
* Nguyen2007.zip    data from Nguyen:2007
* Hulth2003.tar.gz  data from Hulth:2003

BIBLIOGRAPHY

@InProceedings{Marujo:LREC2012,
	Author = {Luis Marujo and Anatole Gershman and Jaime Carbonell and Robert Frederking and Jo\~{a}o P. Neto},
	Booktitle = {Proceedings of LREC 2012},
	Title = {Supervised Topical Key Phrase Extraction of News Stories using Crowdsourcing, Light Filtering and Co-reference Normalization},
	location = {Istanbul, Turkey},
	publisher = {ELRA},
	Year = {2012}
}

@InProceedings{Marujo:Interspeech2011,
   author = {Luis Marujo and M\'{a}rcio Viveiros and Jo\~{a}o P. Neto},
   title = {{Keyphrase Cloud Generation of Broadcast News}},
   booktitle = {Proceedings of Interspeech 2011},
   publisher = {ISCA},
   location = {Florence, Italy},
   year = {2011},
   month = {September}
}

@InProceedings{Wan:2008,
  author = {Xiaojun Wan and Jianguo Xiao},
  title = {CollabRank: Towards a Collaborative Approach to Single-Document Keyphrase Extraction},
  booktitle = {Proceedings of 22nd International Conference on Computational Linguistics},
  year = {2008},
  address = {Manchester, UK},
  pages = {969--976}
}

@MasterThesis{Schutz:2008,
  author = {Alexander Thorsten Schutz}, 
  title = {Keyphrase Extraction from Single Documents in the Open Domain Exploiting Linguistic and Statistical Methods},
  booktitle = {National University of Ireland},
  year = {2008}
}

@InProceedings{Nguyen:2007,
  author = {Thuy Dung Nguyen and Min-Yen Kan},
  title = {Key phrase Extraction in Scientific Publications},
  booktitle = {Proceeding of International Conference on Asian Digital Libraries},
  year = {2007},
  pages = {317--326}
}

@InProceedings{Medelyan:2006,
  author = {Olena Medelyan and Ian Witten},
  title = {Thesaurus based automatic keyphrase indexing},
  booktitle = {Proceedings of the 6th ACM/IEED-CS joint conference on Digital libraries},
  year = {2002},
  pages = {296--297}
}

@InProceedings{Hulth:2003,
  author = {Anette Hulth},
  title = {Improved automatic keyword extraction given more linguistic knowledge},
  booktitle = {Proceedings of the 2003 conference on Empirical methods in natural language processing},
  year = {2003},
  pages = {216--223}
}

@InProceedings{Frank:1999,
  author = {Eibe Frank and Gordon W. Paynter and Ian H. Witten and Carl Gutwin and Craig G. Nevill-manning},
  title = {Domain Specific Keyphrase Extraction},
  booktitle = {Proceedings of the 16th International Joint Conference on AI},
  year = {1999},
  pages = {668--673}
}

@InProceedings{Witten:1999,
  author = {Ian Witten and Gordon Paynter and Eibe Frank and Car Gutwin and Graig Nevill-Manning},
  title = {KEA:Practical Automatic Key phrase Extraction},
  booktitle = {Proceedings of the fourth ACM conference on Digital libraries},
  year = {1999},
  pages = {254--256}
}


CONTACT 
If you have a dataset for automatic keyphrase extraction task and want to share it with others, please contact me for commit rights.